Dataset Versions

v18

2023-05-28 3:28pm

Generated on May 28, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 89%
4455Images
Valid Set 5%
247Images
Test Set 6%
301Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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